Due to the modularity of the SINDy framework, MIOSR is compatible with other methodological advancements concerning data preprocessing, library construction, numerical differentiation, and outer loop algorithms. We restricted our study of these extensions to the weak form and PDE learning, but we expect MIOSR to offer similar benefits to other variants like control [1]} or identifying implicit equations [2]}. We hope domain experts find use for the additional modeling and statistical power afforded by MIO. We believe this is an exciting development that advances the state-of-the-art in system discovery.
